ZeyuJia
Ph.D. in MIT. Interested in reinforcement learning and optimization.
Massachusetts Institute of Technology
Pinned Repositories
ToolsSeminar
Seminar on Selected Tools
AppliedMathTools
Seminar Tools in Applied Mathematics
DeepRitzMethod
Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.
Exploration-in-RL
Kaggle
OptimalTransport
Group project for Convex Optimization in Autumn 2017 in PKU. This includes implementation and discussion of several method in solving optimal transport problems.
OutlierDetection
Group project for Statistical Learning in Peking University 2018 Fall. This is a brief survey of outlier detection tasks, including implementation and discussion of several outlier detection algorithms.
PointerNet
Pytorch implementation of Pointer Network
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
TurbulentFlow
Group project for Mathematical Models in Spring 2018 in PKU. This includes literature survey and simple experiments about turbulent flow models
ZeyuJia's Repositories
ZeyuJia/DeepRitzMethod
Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.
ZeyuJia/OptimalTransport
Group project for Convex Optimization in Autumn 2017 in PKU. This includes implementation and discussion of several method in solving optimal transport problems.
ZeyuJia/OutlierDetection
Group project for Statistical Learning in Peking University 2018 Fall. This is a brief survey of outlier detection tasks, including implementation and discussion of several outlier detection algorithms.
ZeyuJia/TurbulentFlow
Group project for Mathematical Models in Spring 2018 in PKU. This includes literature survey and simple experiments about turbulent flow models
ZeyuJia/AppliedMathTools
Seminar Tools in Applied Mathematics
ZeyuJia/Exploration-in-RL
ZeyuJia/Kaggle
ZeyuJia/PointerNet
Pytorch implementation of Pointer Network
ZeyuJia/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.